ArticlePLoS neglected tropical diseases2012
Analysing spatio-temporal clustering of meningococcal meningitis outbreaks in Niger reveals opportunities for improved disease control.
Article in PLoS neglected tropical diseases, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Characterizing multi-criteria decision analysis, risk stratification, and hotspot analysis methods to optimise health policymaking and evidence translation for medicines in low- and middle-income countries: A scoping review.Gates open research · 2026Article
- Meningitis in Niger Republic amidst COVID-19: current issues and novel recommendations.Annals of medicine and surgery (2012) · 2024Review
- High-spatial resolution epidemic surveillance of bacterial meningitis in the African meningitis belt in Burkina Faso.Scientific reports · 2022Article
- Spatial epidemiology of bacterial meningitis in the Upper West Region of Ghana: Analysis of disease surveillance data 2018-2020.Clinical infection in practice · 2022Article
- Efficiency of fine scale and spatial regression in modelling associations between healthcare service spatial accessibility and their utilization.International journal of health geographics · 2021Article
- Spatial-temporal patterns of malaria incidence in Uganda using HMIS data from 2015 to 2019.BMC public health · 2020Article
- The environmental drivers of bacterial meningitis epidemics in the Democratic Republic of Congo, central Africa.PLoS neglected tropical diseases · 2020Article
- Geospatial clustering of meningitis: an early warning system (hotspot) for potential meningitis outbreak in upper east region of Ghana.Ghana medical journal · 2020Article
- Spatiotemporal Analysis of Serogroup C Meningococcal Meningitis Spread in Niger and Nigeria and Implications for Epidemic Response.The Journal of infectious diseases · 2019Article
- Analysis of a meningococcal meningitis outbreak in Niger - potential effectiveness of reactive prophylaxis.PLoS neglected tropical diseases · 2019Article
- Compartmental models for seasonal hyperendemic bacterial meningitis in the African meningitis belt.Epidemiology and infection · 2018Article
- Time delays in the response to the Neisseria meningitidis serogroup C outbreak in Nigeria - 2017.PloS one · 2018Article
- Serogroup W Meningitis Outbreak at the Subdistrict Level, Burkina Faso, 2012.Emerging infectious diseases · 2015Article
- Identifying Spatial Clusters of Schistosomiasis in Anhui Province of China: A Study from the Perspective of Application.International journal of environmental research and public health · 2015Article
- Response Strategies against Meningitis Epidemics after Elimination of Serogroup A Meningococci, Niger.Emerging infectious diseases · 2015Article
- Spatio-temporal patterns of schistosomiasis japonica in lake and marshland areas in China: the effect of snail habitats.The American journal of tropical medicine and hygiene · 2014Article
- Soil dust aerosols and wind as predictors of seasonal meningitis incidence in Niger.Environmental health perspectives · 2014Article
- Spatio-temporal factors associated with meningococcal meningitis annual incidence at the health centre level in Niger, 2004-2010.PLoS neglected tropical diseases · 2014Article
- Epidemiological changes in meningococcal meningitis in Niger from 2008 to 2011 and the impact of vaccination.BMC infectious diseases · 2013Article
- Seasonality of meningitis in Africa and climate forcing: aerosols stand out.Journal of the Royal Society, Interface · 2013Article
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5 authors.
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Abstract
backgroundMeningococcal meningitis is a major health problem in the "African Meningitis Belt" where recurrent epidemics occur during the hot, dry season. In Niger, a central country belonging to the Meningitis Belt, reported meningitis cases varied between 1,000 and 13,000 from 2003 to 2009, with a case-fatality rate of 5-15%. METHODOLOGY/PRINCIPAL
findingsIn order to gain insight in the epidemiology of meningococcal meningitis in Niger and to improve control strategies, the emergence of the epidemics and their diffusion patterns at a fine spatial scale have been investigated. A statistical analysis of the spatio-temporal distribution of confirmed meningococcal meningitis cases was performed between 2002 and 2009, based on health centre catchment areas (HCCAs) as spatial units. Anselin's local Moran's I test for spatial autocorrelation and Kulldorff's spatial scan statistic were used to identify spatial and spatio-temporal clusters of cases. Spatial clusters were detected every year and most frequently occurred within nine southern districts. Clusters most often encompassed few HCCAs within a district, without expanding to the entire district. Besides, strong intra-district heterogeneity and inter-annual variability in the spatio-temporal epidemic patterns were observed. To further investigate the benefit of using a finer spatial scale for surveillance and disease control, we compared timeliness of epidemic detection at the HCCA level versus district level and showed that a decision based on threshold estimated at the HCCA level may lead to earlier detection of outbreaks. CONCLUSIONS/SIGNIFICANCE: Our findings provide an evidence-based approach to improve control of meningitis in sub-Saharan Africa. First, they can assist public health authorities in Niger to better adjust allocation of resources (antibiotics, rapid diagnostic tests and medical staff). Then, this spatio-temporal analysis showed that surveillance at a finer spatial scale (HCCA) would be more efficient for public health response: outbreaks would be detected earlier and reactive vaccination would be better targeted.
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